This Exploratory Data Analysis and Visualization repository is solely developed for the research article submitted for evaluation in the CSI Transactions on ICT. This is only for visualization purposes and all the visualization models made from the data sources provided by different Organizations. Here we present an approach to visualize and analyze the data between 22 January 2020 and 4 March 2020.
Samrat Kumar Dey, Md. Mahbubur Rahaman, Umme Raihan Siddiqi, and Arpita Howlader
| Confirmed | Deaths | Recovered | ||
|---|---|---|---|---|
| Country/Region | Province/State | |||
| Afghanistan | NA | 1 | 0 | 0 |
| Algeria | NA | 12 | 0 | 0 |
| Andorra | NA | 1 | 0 | 0 |
| Argentina | NA | 1 | 0 | 0 |
| Armenia | NA | 1 | 0 | 0 |
| Australia | From Diamond Princess | 0 | 0 | 0 |
| New South Wales | 22 | 1 | 4 | |
| Northern Territory | 1 | 0 | 0 | |
| Queensland | 11 | 0 | 1 | |
| South Australia | 5 | 0 | 2 | |
| Tasmania | 1 | 0 | 0 | |
| Victoria | 10 | 0 | 4 | |
| Western Australia | 2 | 1 | 0 | |
| Austria | NA | 29 | 0 | 0 |
| Azerbaijan | NA | 3 | 0 | 0 |
| Bahrain | NA | 52 | 0 | 0 |
| Belarus | NA | 6 | 0 | 0 |
| Belgium | NA | 23 | 0 | 1 |
| Brazil | NA | 4 | 0 | 0 |
| Cambodia | NA | 1 | 0 | 1 |
| Canada | Montreal, QC | 1 | 0 | 0 |
| British Columbia | 12 | 0 | 3 | |
| London, ON | 1 | 0 | 1 | |
| Toronto, ON | 19 | 0 | 2 | |
| Chile | NA | 1 | 0 | 0 |
| China | Anhui | 990 | 6 | 956 |
| Beijing | 418 | 8 | 297 | |
| Chongqing | 576 | 6 | 502 | |
| Fujian | 296 | 1 | 270 | |
| Gansu | 91 | 2 | 87 | |
| Guangdong | 1350 | 7 | 1133 | |
| Guangxi | 252 | 2 | 210 | |
| Guizhou | 146 | 2 | 114 | |
| Hainan | 168 | 5 | 158 | |
| Hebei | 318 | 6 | 301 | |
| Heilongjiang | 480 | 13 | 373 | |
| Henan | 1272 | 22 | 1234 | |
| Hubei | 67332 | 2871 | 38557 | |
| Hunan | 1018 | 4 | 916 | |
| Inner Mongolia | 75 | 1 | 63 | |
| Jiangsu | 631 | 0 | 577 | |
| Jiangxi | 935 | 1 | 884 | |
| Jilin | 93 | 1 | 86 | |
| Liaoning | 125 | 1 | 106 | |
| Ningxia | 75 | 0 | 69 | |
| Qinghai | 18 | 0 | 18 | |
| Shaanxi | 245 | 1 | 223 | |
| Shandong | 758 | 6 | 516 | |
| Shanghai | 338 | 3 | 298 | |
| Shanxi | 133 | 0 | 124 | |
| Sichuan | 538 | 3 | 406 | |
| Tianjin | 136 | 3 | 124 | |
| Tibet | 1 | 0 | 1 | |
| Xinjiang | 76 | 3 | 69 | |
| Yunnan | 174 | 2 | 169 | |
| Zhejiang | 1213 | 1 | 1114 | |
| Croatia | NA | 10 | 0 | 0 |
| Czech Republic | NA | 8 | 0 | 0 |
| Denmark | NA | 10 | 0 | 0 |
| Dominican Republic | NA | 1 | 0 | 0 |
| Ecuador | NA | 10 | 0 | 0 |
| Egypt | NA | 2 | 0 | 1 |
| Estonia | NA | 2 | 0 | 0 |
| Faroe Islands | NA | 1 | 0 | 0 |
| Finland | NA | 6 | 0 | 1 |
| France | NA | 285 | 4 | 12 |
| Georgia | NA | 3 | 0 | 0 |
| Germany | NA | 262 | 0 | 16 |
| Gibraltar | NA | 1 | 0 | 0 |
| Greece | NA | 9 | 0 | 0 |
| Hong Kong | Hong Kong | 105 | 2 | 37 |
| Hungary | NA | 2 | 0 | 0 |
| Iceland | NA | 26 | 0 | 0 |
| India | NA | 28 | 0 | 3 |
| Indonesia | NA | 2 | 0 | 0 |
| Iran | NA | 2922 | 92 | 552 |
| Iraq | NA | 35 | 2 | 0 |
| Ireland | NA | 6 | 0 | 0 |
| Israel | NA | 15 | 0 | 1 |
| Italy | NA | 3089 | 107 | 276 |
| Japan | NA | 331 | 6 | 43 |
| Jordan | NA | 1 | 0 | 0 |
| Kuwait | NA | 56 | 0 | 0 |
| Latvia | NA | 1 | 0 | 0 |
| Lebanon | NA | 13 | 0 | 1 |
| Liechtenstein | NA | 1 | 0 | 0 |
| Lithuania | NA | 1 | 0 | 0 |
| Luxembourg | NA | 1 | 0 | 0 |
| Macau | Macau | 10 | 0 | 9 |
| Malaysia | NA | 50 | 0 | 22 |
| Mexico | NA | 5 | 0 | 1 |
| Monaco | NA | 1 | 0 | 0 |
| Morocco | NA | 1 | 0 | 0 |
| Nepal | NA | 1 | 0 | 1 |
| Netherlands | NA | 38 | 0 | 0 |
| New Zealand | NA | 3 | 0 | 0 |
| Nigeria | NA | 1 | 0 | 0 |
| North Macedonia | NA | 1 | 0 | 0 |
| Norway | NA | 56 | 0 | 0 |
| Oman | NA | 15 | 0 | 2 |
| Pakistan | NA | 5 | 0 | 0 |
| Philippines | NA | 3 | 1 | 1 |
| Poland | NA | 1 | 0 | 0 |
| Portugal | NA | 5 | 0 | 0 |
| Qatar | NA | 8 | 0 | 0 |
| Romania | NA | 4 | 0 | 1 |
| Russia | NA | 3 | 0 | 2 |
| Saint Barthelemy | NA | 3 | 0 | 0 |
| San Marino | NA | 16 | 1 | 0 |
| Saudi Arabia | NA | 1 | 0 | 0 |
| Senegal | NA | 4 | 0 | 0 |
| Singapore | NA | 110 | 0 | 78 |
| South Korea | NA | 5621 | 35 | 41 |
| Spain | NA | 222 | 2 | 2 |
| Sri Lanka | NA | 1 | 0 | 1 |
| Sweden | NA | 35 | 0 | 0 |
| Switzerland | NA | 90 | 0 | 3 |
| Taiwan | Taiwan | 42 | 1 | 12 |
| Thailand | NA | 43 | 1 | 31 |
| Tunisia | NA | 1 | 0 | 0 |
| UK | NA | 85 | 0 | 8 |
| US | Norfolk County, MA | 1 | 0 | 0 |
| Berkeley, CA | 1 | 0 | 0 | |
| Boston, MA | 1 | 0 | 1 | |
| Contra Costa County, CA | 1 | 0 | 0 | |
| Cook County, IL | 4 | 0 | 2 | |
| Fulton County, GA | 2 | 0 | 0 | |
| Grafton County, NH | 2 | 0 | 0 | |
| Hillsborough, FL | 2 | 0 | 0 | |
| Humboldt County, CA | 1 | 0 | 0 | |
| King County, WA | 31 | 9 | 1 | |
| Lackland, TX (From Diamond Princess) | 0 | 0 | 0 | |
| Los Angeles, CA | 7 | 0 | 0 | |
| Madison, WI | 1 | 0 | 1 | |
| Maricopa County, AZ | 1 | 0 | 0 | |
| New York City, NY | 1 | 0 | 0 | |
| Omaha, NE (From Diamond Princess) | 0 | 0 | 0 | |
| Orange County, CA | 3 | 0 | 0 | |
| Placer County, CA | 2 | 1 | 0 | |
| Providence, RI | 2 | 0 | 0 | |
| Sacramento County, CA | 2 | 0 | 0 | |
| San Antonio, TX | 1 | 0 | 0 | |
| San Benito, CA | 2 | 0 | 0 | |
| San Diego County, CA | 2 | 0 | 1 | |
| San Mateo, CA | 2 | 0 | 0 | |
| Santa Clara, CA | 11 | 0 | 1 | |
| Sarasota, FL | 1 | 0 | 0 | |
| Snohomish County, WA | 8 | 1 | 0 | |
| Sonoma County, CA | 1 | 0 | 0 | |
| Tempe, AZ | 1 | 0 | 1 | |
| Travis, CA (From Diamond Princess) | 0 | 0 | 0 | |
| Umatilla, OR | 1 | 0 | 0 | |
| Unassigned Location (From Diamond Princess) | 45 | 0 | 0 | |
| Wake County, NC | 1 | 0 | 0 | |
| Washington County, OR | 2 | 0 | 0 | |
| Westchester County, NY | 10 | 0 | 0 | |
| Ukraine | NA | 1 | 0 | 0 |
| United Arab Emirates | NA | 27 | 0 | 5 |
| Vietnam | NA | 16 | 0 | 16 |
| Country/Region | Confirmed | Deaths | Recovered | |
|---|---|---|---|---|
| 0 | China | 80271 | 2981 | 49955 |
| 1 | South Korea | 5621 | 35 | 41 |
| 2 | Italy | 3089 | 107 | 276 |
| 3 | Iran | 2922 | 92 | 552 |
| 4 | Japan | 331 | 6 | 43 |
| 5 | France | 285 | 4 | 12 |
| 6 | Germany | 262 | 0 | 16 |
| 7 | Spain | 222 | 2 | 2 |
| 8 | US | 153 | 11 | 8 |
| 9 | Singapore | 110 | 0 | 78 |
| 10 | Hong Kong | 105 | 2 | 37 |
| 11 | Switzerland | 90 | 0 | 3 |
| 12 | UK | 85 | 0 | 8 |
| 13 | Norway | 56 | 0 | 0 |
| 14 | Kuwait | 56 | 0 | 0 |
| 15 | Bahrain | 52 | 0 | 0 |
| 16 | Australia | 52 | 2 | 11 |
| 17 | Malaysia | 50 | 0 | 22 |
| 18 | Thailand | 43 | 1 | 31 |
| 19 | Taiwan | 42 | 1 | 12 |
| 20 | Netherlands | 38 | 0 | 0 |
| 21 | Sweden | 35 | 0 | 0 |
| 22 | Iraq | 35 | 2 | 0 |
| 23 | Canada | 33 | 0 | 6 |
| 24 | Austria | 29 | 0 | 0 |
| 25 | India | 28 | 0 | 3 |
| 26 | United Arab Emirates | 27 | 0 | 5 |
| 27 | Iceland | 26 | 0 | 0 |
| 28 | Belgium | 23 | 0 | 1 |
| 29 | San Marino | 16 | 1 | 0 |
| 30 | Vietnam | 16 | 0 | 16 |
| 31 | Israel | 15 | 0 | 1 |
| 32 | Oman | 15 | 0 | 2 |
| 33 | Lebanon | 13 | 0 | 1 |
| 34 | Algeria | 12 | 0 | 0 |
| 35 | Denmark | 10 | 0 | 0 |
| 36 | Croatia | 10 | 0 | 0 |
| 37 | Ecuador | 10 | 0 | 0 |
| 38 | Macau | 10 | 0 | 9 |
| 39 | Greece | 9 | 0 | 0 |
| 40 | Qatar | 8 | 0 | 0 |
| 41 | Czech Republic | 8 | 0 | 0 |
| 42 | Belarus | 6 | 0 | 0 |
| 43 | Finland | 6 | 0 | 1 |
| 44 | Ireland | 6 | 0 | 0 |
| 45 | Portugal | 5 | 0 | 0 |
| 46 | Pakistan | 5 | 0 | 0 |
| 47 | Mexico | 5 | 0 | 1 |
| 48 | Senegal | 4 | 0 | 0 |
| 49 | Brazil | 4 | 0 | 0 |
| 50 | Romania | 4 | 0 | 1 |
| 51 | Azerbaijan | 3 | 0 | 0 |
| 52 | Saint Barthelemy | 3 | 0 | 0 |
| 53 | Russia | 3 | 0 | 2 |
| 54 | New Zealand | 3 | 0 | 0 |
| 55 | Georgia | 3 | 0 | 0 |
| 56 | Philippines | 3 | 1 | 1 |
| 57 | Estonia | 2 | 0 | 0 |
| 58 | Indonesia | 2 | 0 | 0 |
| 59 | Hungary | 2 | 0 | 0 |
| 60 | Egypt | 2 | 0 | 1 |
| 61 | Ukraine | 1 | 0 | 0 |
| 62 | Armenia | 1 | 0 | 0 |
| 63 | Chile | 1 | 0 | 0 |
| 64 | Andorra | 1 | 0 | 0 |
| 65 | Tunisia | 1 | 0 | 0 |
| 66 | Sri Lanka | 1 | 0 | 1 |
| 67 | Cambodia | 1 | 0 | 1 |
| 68 | Argentina | 1 | 0 | 0 |
| 69 | Dominican Republic | 1 | 0 | 0 |
| 70 | Saudi Arabia | 1 | 0 | 0 |
| 71 | Poland | 1 | 0 | 0 |
| 72 | North Macedonia | 1 | 0 | 0 |
| 73 | Nigeria | 1 | 0 | 0 |
| 74 | Nepal | 1 | 0 | 1 |
| 75 | Morocco | 1 | 0 | 0 |
| 76 | Monaco | 1 | 0 | 0 |
| 77 | Luxembourg | 1 | 0 | 0 |
| 78 | Lithuania | 1 | 0 | 0 |
| 79 | Liechtenstein | 1 | 0 | 0 |
| 80 | Latvia | 1 | 0 | 0 |
| 81 | Jordan | 1 | 0 | 0 |
| 82 | Faroe Islands | 1 | 0 | 0 |
| 83 | Gibraltar | 1 | 0 | 0 |
| 84 | Afghanistan | 1 | 0 | 0 |
| Country/Region | Confirmed | Deaths | Recovered | |
|---|---|---|---|---|
| 0 | Norway | 56 | 0 | 0 |
| 1 | Kuwait | 56 | 0 | 0 |
| 2 | Bahrain | 52 | 0 | 0 |
| 3 | Netherlands | 38 | 0 | 0 |
| 4 | Iraq | 35 | 2 | 0 |
| 5 | Sweden | 35 | 0 | 0 |
| 6 | Austria | 29 | 0 | 0 |
| 7 | Iceland | 26 | 0 | 0 |
| 8 | San Marino | 16 | 1 | 0 |
| 9 | Algeria | 12 | 0 | 0 |
| 10 | Denmark | 10 | 0 | 0 |
| 11 | Ecuador | 10 | 0 | 0 |
| 12 | Croatia | 10 | 0 | 0 |
| 13 | Greece | 9 | 0 | 0 |
| 14 | Czech Republic | 8 | 0 | 0 |
| 15 | Qatar | 8 | 0 | 0 |
| 16 | Belarus | 6 | 0 | 0 |
| 17 | Ireland | 6 | 0 | 0 |
| 18 | Portugal | 5 | 0 | 0 |
| 19 | Pakistan | 5 | 0 | 0 |
| 20 | Brazil | 4 | 0 | 0 |
| 21 | Senegal | 4 | 0 | 0 |
| 22 | Saint Barthelemy | 3 | 0 | 0 |
| 23 | Georgia | 3 | 0 | 0 |
| 24 | Azerbaijan | 3 | 0 | 0 |
| 25 | New Zealand | 3 | 0 | 0 |
| 26 | Indonesia | 2 | 0 | 0 |
| 27 | Hungary | 2 | 0 | 0 |
| 28 | Estonia | 2 | 0 | 0 |
| 29 | Saudi Arabia | 1 | 0 | 0 |
| 30 | Poland | 1 | 0 | 0 |
| 31 | Tunisia | 1 | 0 | 0 |
| 32 | North Macedonia | 1 | 0 | 0 |
| 33 | Nigeria | 1 | 0 | 0 |
| 34 | Afghanistan | 1 | 0 | 0 |
| 35 | Morocco | 1 | 0 | 0 |
| 36 | Monaco | 1 | 0 | 0 |
| 37 | Luxembourg | 1 | 0 | 0 |
| 38 | Lithuania | 1 | 0 | 0 |
| 39 | Liechtenstein | 1 | 0 | 0 |
| 40 | Latvia | 1 | 0 | 0 |
| 41 | Jordan | 1 | 0 | 0 |
| 42 | Gibraltar | 1 | 0 | 0 |
| 43 | Faroe Islands | 1 | 0 | 0 |
| 44 | Dominican Republic | 1 | 0 | 0 |
| 45 | Chile | 1 | 0 | 0 |
| 46 | Armenia | 1 | 0 | 0 |
| 47 | Argentina | 1 | 0 | 0 |
| 48 | Andorra | 1 | 0 | 0 |
| 49 | Ukraine | 1 | 0 | 0 |
| Province/State | Confirmed | Deaths | Recovered | |
|---|---|---|---|---|
| 0 | Hubei | 67332 | 2871 | 38557 |
| 1 | Guangdong | 1350 | 7 | 1133 |
| 2 | Henan | 1272 | 22 | 1234 |
| 3 | Zhejiang | 1213 | 1 | 1114 |
| 4 | Hunan | 1018 | 4 | 916 |
| 5 | Anhui | 990 | 6 | 956 |
| 6 | Jiangxi | 935 | 1 | 884 |
| 7 | Shandong | 758 | 6 | 516 |
| 8 | Jiangsu | 631 | 0 | 577 |
| 9 | Chongqing | 576 | 6 | 502 |
| 10 | Sichuan | 538 | 3 | 406 |
| 11 | Heilongjiang | 480 | 13 | 373 |
| 12 | Beijing | 418 | 8 | 297 |
| 13 | Shanghai | 338 | 3 | 298 |
| 14 | Hebei | 318 | 6 | 301 |
| 15 | Fujian | 296 | 1 | 270 |
| 16 | Guangxi | 252 | 2 | 210 |
| 17 | Shaanxi | 245 | 1 | 223 |
| 18 | Yunnan | 174 | 2 | 169 |
| 19 | Hainan | 168 | 5 | 158 |
| 20 | Guizhou | 146 | 2 | 114 |
| 21 | Tianjin | 136 | 3 | 124 |
| 22 | Shanxi | 133 | 0 | 124 |
| 23 | Liaoning | 125 | 1 | 106 |
| 24 | Jilin | 93 | 1 | 86 |
| 25 | Gansu | 91 | 2 | 87 |
| 26 | Xinjiang | 76 | 3 | 69 |
| 27 | Ningxia | 75 | 0 | 69 |
| 28 | Inner Mongolia | 75 | 1 | 63 |
| 29 | Qinghai | 18 | 0 | 18 |
| 30 | Tibet | 1 | 0 | 1 |
| Province/State | Confirmed | Deaths | Recovered | |
|---|---|---|---|---|
| 0 | Diamond Princess cruise ship | 706 | 6 | 10 |
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Samrat Kumar Dey, Md. Mahbubur Rahaman, Umme Raihan Siddiqi, and Arpita Howlader